country_name stringclasses 1
value | country_iso3 stringclasses 1
value | year int64 1.96k 2.02k | indicator_name stringclasses 10
values | indicator_code stringclasses 10
values | value float64 0.53 2.86B | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-27 00:00:00 2026-04-27 00:00:00 |
|---|---|---|---|---|---|---|---|
South Africa | ZAF | 1,964 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 15,399,993.846162 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Patent applications, residents | IP.PAT.RESD | 638 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.62172 | HDX | 2026-04-27 |
South Africa | ZAF | 2,024 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.705758 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,596,250,884.98112 | HDX | 2026-04-27 |
South Africa | ZAF | 2,000 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 245,895,910.249541 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.6633 | HDX | 2026-04-27 |
South Africa | ZAF | 1,965 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 2,799,998.88112 | HDX | 2026-04-27 |
South Africa | ZAF | 2,006 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 130.57869 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | Patent applications, nonresidents | IP.PAT.NRES | 6,347 | HDX | 2026-04-27 |
South Africa | ZAF | 1,978 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 9,199,999.992 | HDX | 2026-04-27 |
South Africa | ZAF | 1,975 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 8,305,088.206456 | HDX | 2026-04-27 |
South Africa | ZAF | 2,005 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.77024 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 4,966.26 | HDX | 2026-04-27 |
South Africa | ZAF | 1,970 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 4,199,998.321681 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.79364 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 113,985,144.628534 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Patent applications, residents | IP.PAT.RESD | 608 | HDX | 2026-04-27 |
South Africa | ZAF | 1,999 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 4,045.03 | HDX | 2026-04-27 |
South Africa | ZAF | 1,980 | Patent applications, residents | IP.PAT.RESD | 3,092 | HDX | 2026-04-27 |
South Africa | ZAF | 1,993 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 124,008,809.006056 | HDX | 2026-04-27 |
South Africa | ZAF | 1,993 | Patent applications, residents | IP.PAT.RESD | 904 | HDX | 2026-04-27 |
South Africa | ZAF | 1,987 | Patent applications, residents | IP.PAT.RESD | 4,922 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 105.62145 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Patent applications, residents | IP.PAT.RESD | 922 | HDX | 2026-04-27 |
South Africa | ZAF | 1,980 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 16,688,942.501771 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.6765 | HDX | 2026-04-27 |
South Africa | ZAF | 1,965 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 26,599,989.370644 | HDX | 2026-04-27 |
South Africa | ZAF | 1,984 | Patent applications, residents | IP.PAT.RESD | 3,874 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,658,023,464.63747 | HDX | 2026-04-27 |
South Africa | ZAF | 2,018 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,540,106,740.27821 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | Patent applications, residents | IP.PAT.RESD | 860 | HDX | 2026-04-27 |
South Africa | ZAF | 1,987 | Patent applications, nonresidents | IP.PAT.NRES | 4,844 | HDX | 2026-04-27 |
South Africa | ZAF | 1,996 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 66,941,851.72539 | HDX | 2026-04-27 |
South Africa | ZAF | 1,994 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 113,789,335.297334 | HDX | 2026-04-27 |
South Africa | ZAF | 2,002 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 446,513,324.005727 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 141.7438 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 109.44225 | HDX | 2026-04-27 |
South Africa | ZAF | 1,968 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 37,799,984.895126 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | Patent applications, nonresidents | IP.PAT.NRES | 9,156 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,732,081,250.04942 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | Patent applications, residents | IP.PAT.RESD | 567 | HDX | 2026-04-27 |
South Africa | ZAF | 1,994 | Patent applications, residents | IP.PAT.RESD | 935 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 78,842,738.12609 | HDX | 2026-04-27 |
South Africa | ZAF | 2,017 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 13,020.27 | HDX | 2026-04-27 |
South Africa | ZAF | 1,985 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 120,290,310.672303 | HDX | 2026-04-27 |
South Africa | ZAF | 2,002 | Patent applications, residents | IP.PAT.RESD | 983 | HDX | 2026-04-27 |
South Africa | ZAF | 1,985 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 10,799,651.519269 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 11,148.43 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Patent applications, nonresidents | IP.PAT.NRES | 5,303 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,089,264,358 | HDX | 2026-04-27 |
South Africa | ZAF | 1,990 | Patent applications, nonresidents | IP.PAT.NRES | 4,943 | HDX | 2026-04-27 |
South Africa | ZAF | 1,963 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 1,399,999.44056 | HDX | 2026-04-27 |
South Africa | ZAF | 2,023 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 167,824,576.708614 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 400.95517 | HDX | 2026-04-27 |
South Africa | ZAF | 2,006 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,281,749,086.86349 | HDX | 2026-04-27 |
South Africa | ZAF | 2,000 | Patent applications, nonresidents | IP.PAT.NRES | 2,400 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 7,199.52 | HDX | 2026-04-27 |
South Africa | ZAF | 1,995 | Patent applications, nonresidents | IP.PAT.NRES | 5,482 | HDX | 2026-04-27 |
South Africa | ZAF | 2,005 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,070,615,302.41428 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Patent applications, residents | IP.PAT.RESD | 822 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 52,112,946.023462 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 126,359,274.914012 | HDX | 2026-04-27 |
South Africa | ZAF | 1,988 | Patent applications, nonresidents | IP.PAT.NRES | 4,905 | HDX | 2026-04-27 |
South Africa | ZAF | 1,993 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 50,402,694.409246 | HDX | 2026-04-27 |
South Africa | ZAF | 1,992 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 53,306,031.243443 | HDX | 2026-04-27 |
South Africa | ZAF | 2,000 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 3,964.55 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 135,303,751.148152 | HDX | 2026-04-27 |
South Africa | ZAF | 2,001 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 329,528,506.267584 | HDX | 2026-04-27 |
South Africa | ZAF | 1,987 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 175,919,698.096209 | HDX | 2026-04-27 |
South Africa | ZAF | 1,991 | Patent applications, residents | IP.PAT.RESD | 1,023 | HDX | 2026-04-27 |
South Africa | ZAF | 2,022 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 207,073,126.833661 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 466.56084 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.72681 | HDX | 2026-04-27 |
South Africa | ZAF | 1,964 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 2,799,998.88112 | HDX | 2026-04-27 |
South Africa | ZAF | 1,996 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 3,925.39 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 26,550,160.131383 | HDX | 2026-04-27 |
South Africa | ZAF | 2,016 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 134.55643 | HDX | 2026-04-27 |
South Africa | ZAF | 2,001 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 299.48395 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 138.81214 | HDX | 2026-04-27 |
South Africa | ZAF | 1,996 | Patent applications, nonresidents | IP.PAT.NRES | 6,115 | HDX | 2026-04-27 |
South Africa | ZAF | 1,986 | Patent applications, residents | IP.PAT.RESD | 4,730 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 15,744.73 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | Patent applications, residents | IP.PAT.RESD | 889 | HDX | 2026-04-27 |
South Africa | ZAF | 2,001 | Patent applications, residents | IP.PAT.RESD | 966 | HDX | 2026-04-27 |
South Africa | ZAF | 2,018 | Patent applications, residents | IP.PAT.RESD | 657 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.61503 | HDX | 2026-04-27 |
South Africa | ZAF | 1,986 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 127,663,446.336935 | HDX | 2026-04-27 |
South Africa | ZAF | 2,000 | Patent applications, residents | IP.PAT.RESD | 895 | HDX | 2026-04-27 |
South Africa | ZAF | 2,017 | Patent applications, residents | IP.PAT.RESD | 728 | HDX | 2026-04-27 |
South Africa | ZAF | 2,005 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 5,276.54 | HDX | 2026-04-27 |
South Africa | ZAF | 1,977 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 10,349,999.991 | HDX | 2026-04-27 |
South Africa | ZAF | 1,989 | Patent applications, nonresidents | IP.PAT.NRES | 4,842 | HDX | 2026-04-27 |
South Africa | ZAF | 2,002 | Patent applications, nonresidents | IP.PAT.NRES | 5,617 | HDX | 2026-04-27 |
South Africa | ZAF | 1,972 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 10,251,867.9728 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,807,326,935 | HDX | 2026-04-27 |
South Africa | ZAF | 2,018 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.273313 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | High-technology exports (current US$) | TX.VAL.TECH.CD | 1,835,319,303 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 6,403.51 | HDX | 2026-04-27 |
South Africa | ZAF | 2,011 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 6.207707 | HDX | 2026-04-27 |
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